Intro

In this report we are focusing on the most frequented edges, all having more than 170 sessions along April 2016. All of this edges are around FEUP.

The data frame to use is: df_superhotedges_april16pt. It was created with the df df_speed_top which brings directly all points of the top edges from the database. The following filters were applied (more info: PreAnalysis_topedges.Rmd) Week days Hour between 8hr and 20h

Given a total of 9 variables, 9 edges, 1369 sessions and 190201 points. 
Half of the the sessions involve just one edge.  
1011 pass by Frei
150 sessions have gaps over 5min 
394 sessions have gaps over 2min 

Map with number of sessions

ms_3 <- m 
ms_3

Intersession time

Interpoint time

df_superhotedges_april16pt %>% 
  group_by(session_id) %>% 
  summarise(n = n_distinct(session_id))
  

  filter(way_id != 37141967) %>% 
  fgroup_by(session_id) %>% 
  summarise(speed = quantile(speed,0.9)) %>% 
  filter(speed == 0)

Temporal

df_sessions_allmodes %>% 
  filter(travelmode != "NA") %>% 
  group_by(hour = hour(time_start), travelmode) %>% 
  summarise(n_sessions = n_distinct(session_id)) %>% 
  ggplot(aes(x = hour,y = n_sessions, color=travelmode)) +
  geom_line() + 
  scale_x_continuous(breaks = seq(0,23,1)) + 
  theme_light()

Origin-Destination

External Factors(parking, etc)

df_superhotedges_april16pt %>% 
  filter((way_id == 37141967 & session_id == 47192))  %>% 
  plot_ly( x= ~time, y= ~track,color = ~factor(segment_id), type ="scatter")
No scatter mode specifed:
  Setting the mode to markers
  Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode
No scatter mode specifed:
  Setting the mode to markers
  Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode

Frei

Manuel Silva

df_superhotedges_april16pt %>% 
  filter(way_id == 35078500 & session_id == 19802)  %>% 
  plot_ly( x= ~time, y= ~speed,color = ~factor(way_id), type ="scatter", mode ="lines") 
minimal value for n is 3, returning requested palette with 3 different levels
minimal value for n is 3, returning requested palette with 3 different levels

Density

Rascunhos

df_superhotedges_april16pt %>% 
  filter((way_id == 37141967 & session_id == 47419))  %>% 
  plot_ly( x= ~time, y= ~track,color = ~factor(segment_id), type ="scatter")
No scatter mode specifed:
  Setting the mode to markers
  Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode
No scatter mode specifed:
  Setting the mode to markers
  Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode
df_superhotedges_april16pt %>% 
  filter(( session_id == 14249))  %>% 
  plot_ly( x= ~time, y= ~speed,color = ~factor(way_id), type ="scatter") 
No scatter mode specifed:
  Setting the mode to markers
  Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode
minimal value for n is 3, returning requested palette with 3 different levels
No scatter mode specifed:
  Setting the mode to markers
  Read more about this attribute -> https://plot.ly/r/reference/#scatter-mode
minimal value for n is 3, returning requested palette with 3 different levels
df_hotedges_april16pt %>% 
  group_by(session_id) %>% 
  summarise(n = n_distinct(way_id)) %>% 
  filter(n > 5) %>% 
  arrange((n))

f <- df_edges_april16pt %>% 
  filter(session_id == 35307)


write.csv(f,"f.csv")
---
title: "ACM poster 2017"
output: html_notebook
author: "Daniela S. Gil"
---
# Intro 

In this report we are focusing on the most frequented edges, all having more than 170 sessions along 
April 2016. All of this edges are around FEUP. 

The data frame to use is: df_superhotedges_april16pt.
    It was created with the df df_speed_top which brings directly all points 
    of the top edges from the database. 
    The following filters were applied (more info: PreAnalysis_topedges.Rmd)
      *Week days
      *Hour between 8hr and 20h
      
    Given a total of 9 variables, 9 edges, 1369 sessions and 190201 points. 
    Half of the the sessions involve just one edge.  
    1011 pass by Frei
    150 sessions have gaps over 5min 
    394 sessions have gaps over 2min 


```{r echo=FALSE}
#Creating a df with all the points in the sessions that pass by SHE 
df_superhotedges_april16pt_all <- df_edges_april16pt %>% 
  filter(session_id %in% df_superhotsessions_april16pt)

```

```{r echo=FALSE}

df_superhotedges_april16pt  %>%
  merge(df_edges_april16pt, using = session_id) %>% 
  group_by(session_id) %>%
  summarise(n = n_distinct(way_id)) %>% 
  ggplot(aes(n)) +
  geom_bar(aes(fill=factor(n)))

```

```{r echo=FALSE}
df_superhotedges_april16pt  %>%
  group_by(session_id) %>% 
  summarise(n = n_distinct(segment_id)) %>% 
  ggplot(aes(n)) +
  geom_bar(aes(fill=factor(n)))

```

# Map with number of sessions
```{r echo=FALSE}

########### Selecting edges to map #########

# All edges (in Porto) 
df_sessions_edges_april16pt <- df_intersession_april16pt %>% 
  group_by(way_id) %>% 
  summarise(sessions = n_distinct(session_id)) %>% 
  merge(y= df_points_edge_osm_april16pt, using = way_id) 

df_osm_edge <- df_sessions_edges_april16pt %>% 
  select(way_id, sessions)

## Discretization based on number of sessions 
df_sessions_edges_april16pt <- df_sessions_edges_april16pt %>% 
  mutate(category = case_when(sessions > 155 ~ "SHE",
                              sessions >= 50 & sessions <155 ~ "medium",
                              sessions > 25 & sessions < 50 ~ "low"))


# Hot edges 
df_osm_edge <- df_sessions_edges_april16pt  %>% 
  subset(way_id %in% df_osm_edge_ids$way_id) %>% 
  select(way_id, sessions)

######### List before passing to map. #########
list_osm_edge <- df_osm_edge[, 1]

########## Map in April2016.Rmd #########
```

```{r}
ms_1 <- m
ms_1
m
```


```{r}
# Map with all points with nº sessions
#     green: <50, 50< yellow <155, red > 155 

#ms_3 <- m 
ms_3
```

# Intersession time

```{r echo=FALSE}
 df_intersession_april16pt %>% 
  filter(intersession_time > 0 ) %>% 
  merge(df_sessions_edges_april16pt, using = way_id) %>% 
  ggplot( aes(x=intersession_time, color = category))+
  scale_x_log10(limits = c(1e0,1e4), breaks = c(10,30,60,1000)) +
  geom_line(aes(y = 1 - ..y..), stat='ecdf') +
  scale_color_manual(values = c("grey","blue","red","green"),
                     breaks = c("SHE", "medium", "low","NA"),
                     labels = c("High", "Medium", "Low","NA")) +
  theme(legend.title = element_blank(),
        legend.text = element_text( size = 20, face = "bold"),
        legend.position = c(0.8,0.8),
        axis.title.x = element_text(face="bold", size=20),
        axis.text.x  = element_text(size=20),
        axis.title.y = element_text(face="bold", size=20),
        axis.text.y  = element_text(size=20),
        panel.background = element_rect(fill = 'white', colour = 'black')) +
    xlab("Intersession time (min)") + 
    ylab("P(X>=x)") +
  geom_vline(xintercept =  c(15,30,45,60), color ="dark grey") 
  
```


```{r echo=FALSE}
 df_intersession_april16pt %>% 
  filter(intersession_time > 0 ) %>% 
  merge(df_sessions_edges_april16pt, using = way_id) %>% 
  ggplot( aes(x=intersession_time, color = category))+
  scale_x_continuous(breaks) +
  geom_line(aes(y = 1 - ..y..), stat='ecdf') +
  scale_color_manual(values = c("grey","blue","red","green"),
                     breaks = c("SHE", "medium", "low","NA"),
                     labels = c("High", "Medium", "Low","NA")) +
  theme(legend.title = element_blank(),
        legend.text = element_text( size = 20, face = "bold"),
        legend.position = c(0.8,0.8),
        axis.title.x = element_text(face="bold", size=20),
        axis.text.x  = element_text(size=20),
        axis.title.y = element_text(face="bold", size=20),
        axis.text.y  = element_text(size=20),
        panel.background = element_rect(fill = 'white', colour = 'black')) +
    xlab("Intersession time (min)") + 
    ylab("P(X>=x)") +
  geom_vline(xintercept =  c(15,30,45,60), color ="dark grey")


```


# Interpoint time 

```{r echo=FALSE}
#df_superhotedges_april16pt$interpoint_time <- NULL

#df_superhotedges_april16pt <- 
  
df_superhotedges_april16pt <- df_superhotedges_april16pt  %>%
  group_by(session_id) %>% 
  arrange(time) %>% 
  mutate(interpoint_time = c(0,as.numeric(diff(time), units="mins"))) 
```

```{r}
boxplot(e$interpoint_time, ylim = c(0,50))
```

```{r}
#Different sessions with interpoint > x
e %>% 
  filter(interpoint_time >= 2) %>% 
  count
```

```{r}
df_superhotedges_april16pt %>% 
  filter(interpoint_time > 1) %>% 
  ggplot(aes(factor(way_id),interpoint_time)) +
  geom_boxplot() + 
  coord_cartesian(ylim= c(0,50))

```

```{r}
df_superhotedges_april16pt %>% 
  group_by(session_id) %>% 
  summarise(n = n_distinct(session_id))
  

  filter(way_id != 37141967) %>% 
  fgroup_by(session_id) %>% 
  summarise(speed = quantile(speed,0.9)) %>% 
  filter(speed == 0)
```


# Temporal

```{r echo=FALSE}
df_edges_april16pt %>%
  mutate( category = case_when(way_id %in% df_osm_edge_ids$way_id ~ "SHE", TRUE ~ "ALL")) %>% 
  group_by(hour =hour(time), category) %>% 
  summarise(sessions = n_distinct(session_id)) %>% 
  ggplot(aes(hour, sessions, color = category)) + 
  geom_line()+
  scale_x_continuous(breaks = seq(0,23,1))
```

```{r echo=FALSE}
df_edges_april16pt %>%
  merge(df_sessions_edges_april16pt, using = way_id) %>% 
  group_by(hour =hour(time), category) %>% 
  summarise(sessions = n_distinct(session_id)) %>% 
  ggplot(aes(hour, sessions, color = category)) + 
  geom_line()+
  scale_x_continuous(breaks = seq(0,23,1))
```

```{r}
df_sessions_allmodes_april16pt %>% 
  group_by(hour = hour(time_start)) %>% 
  summarise(n_sessions = n_distinct(session_id)) %>% 
  plot_ly(x=~factor(hour), y=~n_sessions, type = 'scatter', mode = 'lines')

df_sessions_allmodes_april16pt <- df_sessions_allmodes_april16pt %>% 
  group_by(travelmode) %>% 
  mutate(total_sessions = n_distinct(session_id))

df_sessions_allmodes_april16pt %>% 
  filter(travelmode != "NA") %>% 
  group_by(hour = hour(time_start), travelmode, total_sessions) %>% 
  summarise(n_sessions = n_distinct(session_id)) %>% 
  mutate(freq = n_sessions/total_sessions *100) %>% 
  ggplot(aes(x = hour,y = freq, color=travelmode)) +
  geom_line() + 
  ylab("Frequency(%)") +
  xlab("Hour") +
  scale_x_continuous(breaks = seq(0,23,1)) + 
  scale_color_discrete(name = "Travelmode") +
  theme(axis.title.x = element_text(face="bold", size=20),
        axis.text.x  = element_text(size=16),
        axis.title.y = element_text(face="bold", size=20),
        axis.text.y  = element_text(size=16),
        legend.title = element_text("Street", size=16, face="bold"), 
        legend.text = element_text(size=16, face="bold"),
        panel.background = element_rect(fill = 'white', colour = 'black'),
        legend.position = c(0.2,0.7))

```

```{r}
df_sessions_allmodes %>% 
  filter(travelmode != "NA") %>% 
  group_by(hour = hour(time_start), travelmode) %>% 
  summarise(n_sessions = n_distinct(session_id)) %>% 
  ggplot(aes(x = hour,y = n_sessions, color=travelmode)) +
  geom_line() + 
  scale_x_continuous(breaks = seq(0,23,1)) + 
  theme_light()

```


# Origin-Destination 

```{r}
df_st_hotedges_april16pt <- df_hotedges_april16pt[,-2] %>% 
  group_by(session_id) %>%
  slice(which.max(time)) %>% 
  mutate(end = case_when((lat > 41.175645 & lat < 41.180481 & lon > -8.607200 & lon < -8.586093) ~ "FEUP",  
                           TRUE ~ "OUT"))  %>% 
  rename(c("way_id"="way_id_end","segment_id"="segment_id_end", "seconds"="seconds_end","lat" = "lat_end","lon" = "lon_end","speed" = "speed_end", "time"="time_end")) 
  
df_st_hotedges_april16pt <- df_hotedges_april16pt %>% 
  group_by(session_id) %>%
  slice(which.min(time)) %>% 
  mutate(start = case_when((lat > 41.175645 & lat < 41.180481 & lon > -8.607200 & lon < -8.586093) ~ "FEUP",  
                           TRUE ~ "OUT")) %>% 
  rename(c("way_id"="way_id_start","segment_id"="segment_id_start", "seconds"="seconds_start","lat" = "lat_start","lon" = "lon_start","speed" = "speed_start", "time"="time_start")) %>% 
  merge(y = df_st_hotedges_april16pt, using = way_id)


df_st_hotedges_april16pt <- df_st_hotedges_april16pt %>% 
  mutate(class_trip = case_when((start == "FEUP" & end == "OUT") ~ 1,
                    (start == "OUT" & end == "FEUP") ~ 2,
                    (start == "OUT" & end == "OUT") ~ 3,
                    (start == "FEUP" & end == "FEUP") ~ 4)) 

df_st_hotedges_april16pt$class_trip <- as.factor(df_st_hotedges_april16pt$class_trip)
df_st_hotedges_april16pt$end <- as.factor(df_st_hotedges_april16pt$end)
df_st_hotedges_april16pt$start <- as.factor(df_st_hotedges_april16pt$start)
str(df_st_hotedges_april16pt)

#All  
df_st_hotedges_april16pt %>% 
  mutate(class_day = case_when(wday(time_start)!= 1 &  wday(time_start)!= 7 ~ "Weekday",
                   TRUE ~ "Weekend")) %>% 
  ggplot(aes(x=hour(time_start))) + 
  geom_bar(aes(fill = class_trip )) + 
  scale_fill_hue(breaks = c("1", "2", "3","4"),
                 labels = c("From campus", "To campus", "Outside campus","Within campus"))+
   theme(legend.title = element_blank(),
        legend.text = element_text( size = 20, face = "bold"),
        legend.position = c(0.75,0.8),
        axis.title.x = element_text(face="bold", size=20),
        axis.text.x  = element_text(size=16),
        axis.title.y = element_text(face="bold", size=20),
        axis.text.y  = element_text(size=16),
        panel.background = element_rect(fill = 'white', colour = 'black')) +
  xlab("Hour") + 
  ylab("# of sessions") +
  facet_grid(~as.factor(class_day)) + 
       theme(strip.text.x = element_text(size = 20))

```

```{r echo=FALSE}
# Week days  
st_wd <- df_st_hotedges_april16pt %>% 
  filter(wday(time_start)!= 1,  wday(time_start)!= 7) %>% 
  ggplot(aes(x=hour(time_start))) + 
  geom_bar(aes(fill = class_trip ))+
  theme(legend.title = element_blank(),
        legend.text = element_text( size = 20, face = "bold"),
        legend.position = c(0.2,0.8),
        axis.title.x = element_text(face="bold", size=20),
        axis.text.x  = element_text(size=16),
        axis.title.y = element_text(face="bold", size=20),
        axis.text.y  = element_text(size=16),
        panel.background = element_rect(fill = 'white', colour = 'black')) +
  xlab("Hour") + 
  ylab("Nº sessions")

```

```{r echo=FALSE}
# Weekend
st_we <- df_st_hotedges_april16pt %>% 
  filter(wday(time_start)== 1 | wday(time_start)== 7) %>% 
  ggplot(aes(x=hour(time_start))) + 
  geom_bar(aes(fill = class_trip )) +
  theme(legend.title = element_blank(),
        legend.text = element_text( size = 20, face = "bold"),
        legend.position = c(0.3,0.8),
        axis.title.x = element_text(face="bold", size=20),
        axis.text.x  = element_text(size=16),
        axis.title.y = element_text(face="bold", size=20),
        axis.text.y  = element_text(size=16),
        panel.background = element_rect(fill = 'white', colour = 'black')) +
  xlab("Hour") + 
  ylab("Nº sessions")

multiplot(st_wd, st_we, cols = 2)
```


# External Factors(parking, etc)

```{r}
df_superhotedges_april16pt %>% 
  filter(way_id == 37141967, day(time) == 20)  %>% 
  group_by(way_id, session_id, segment_id) %>% 
  summarise(iqr = IQR(track)) 

df_superhotedges_april16pt %>% 
  filter((way_id == 37141967 & session_id == 1806847192))  %>% 
  plot_ly( x= ~time, y= ~track,color = ~factor(segment_id), type ="scatter")

```

## Frei  

```{r}
df_superhotedges_april16pt %>% 
  filter(way_id == 37141967)  %>% 
  group_by(way_id, session_id) %>% 
  summarise(iqr = IQR(track), m_speed = median(speed), avg_speed = mean(speed)) %>% 
  filter(m_speed < avg_speed , iqr > 100)

```

```{r}
f3 <- df_superhotedges_april16pt %>% 
  filter( session_id == 1577)  %>% 
  plot_ly( x= ~time, y= ~track,color = ~factor(segment_id), type ="scatter", mode = "lines")

f4 <- df_superhotedges_april16pt %>% 
  filter( session_id == 1577)  %>% 
  plot_ly( x= ~time, y= ~speed,color = ~factor(way_id), type ="scatter", mode ="lines") 

subplot(f3,f4, nrows = 2)

subplot(f1,f2, nrows = 2)
1577
```

## Manuel Silva

```{r}
df_superhotedges_april16pt %>% 
  filter(way_id == 35078500)  %>% 
  group_by(way_id, session_id) %>% 
  summarise(iqr = IQR(track), m_speed = median(speed), avg_speed = mean(speed)) %>% 
  filter(m_speed < avg_speed , iqr > 100)

```

```{r}
 df_superhotedges_april16pt %>% 
  filter((way_id == 35078500 & session_id == 19802))  %>% 
  plot_ly( x= ~time, y= ~track,color = ~factor(segment_id), type ="scatter", mode = "lines")
```


```{r}
df_superhotedges_april16pt %>% 
  filter(way_id == 35078500 & session_id == 19802)  %>% 
  plot_ly( x= ~time, y= ~speed,color = ~factor(way_id), type ="scatter", mode ="lines") 
```

## Density
```{r}
df_superhotedges_april16pt %>% 
  filter( way_id == 35078500 | way_id == 37141967 | way_id == 36979228) %>% 
  ggplot(aes(x= track)) +
  geom_density(aes(group=factor(way_id), color=factor(way_id))) +
  xlab("Grades(º)") +
  ylab("Density") %>% 
  geom_vline(xintercept = c(90,270),color = "grey") + 
  scale_color_discrete(name = "Street",
                       breaks = c("35078500", "37141967", "36979228"),
                      labels=c("1", "2", "3")) +
  theme(axis.title.x = element_text(face="bold", size=20),
        axis.text.x  = element_text(size=16),
        axis.title.y = element_text(face="bold", size=20),
        axis.text.y  = element_text(size=16),
        legend.title = element_text("Street", size=16, face="bold"), 
        legend.text = element_text(size=16, face="bold"),
        panel.background = element_rect(fill = 'white', colour = 'black'),
        legend.position = c(0.1,0.8))
  
  
```

 
## Rascunhos 

```{r}
df_superhotedges_april16pt %>% 
  filter((way_id == 37141967 & session_id == 47419))  %>% 
  merge(df_osm_edge_ids, using =way_id) %>% 
  plot_ly( x= ~time, y= ~track,color = ~factor(segment_id), type ="scatter")

```

```{r}
df_superhotedges_april16pt %>% 
  filter(( session_id == 14249))  %>% 
  plot_ly( x= ~time, y= ~speed,color = ~factor(way_id), type ="scatter") 

long_sessions <- c(11712,19904,11273,85840, 832,3827, 85057, 48182)
```


```{r}
df_hotedges_april16pt %>% 
  group_by(session_id) %>% 
  summarise(n = n_distinct(way_id)) %>% 
  filter(n > 5) %>% 
  arrange((n))

f <- df_edges_april16pt %>% 
  filter(session_id == 35307)


write.csv(f,"f.csv")
```

```{r echo=FALSE}
df_superhotedges_april16pt %>% 
  filter( way_id == 35078500 ) %>% 
  merge(y = df_osm_edge_ids, using = way_id) %>% 
  
```





